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COSC_4P82_Assignment_1/PartB/90Cross10Mut2El/run_4/regress.prg

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not starting from checkpoint file.
1000 fitness cases:
area = 15151.00000, perimeter = 496.19299, major_axis_length = 207.93149, minor_axis_length = 93.96302, eccentricity = 0.89207, convex_area = 15547.00000, extent = 0.76140, type = C
area = 11723.00000, perimeter = 432.74600, major_axis_length = 176.97508, minor_axis_length = 85.09567, eccentricity = 0.87681, convex_area = 12013.00000, extent = 0.66559, type = O
area = 10365.00000, perimeter = 416.33899, major_axis_length = 169.58658, minor_axis_length = 79.64149, eccentricity = 0.88287, convex_area = 10684.00000, extent = 0.59296, type = O
area = 16593.00000, perimeter = 524.83801, major_axis_length = 218.10382, minor_axis_length = 97.85260, eccentricity = 0.89371, convex_area = 16814.00000, extent = 0.59329, type = C
area = 13726.00000, perimeter = 484.24701, major_axis_length = 209.70306, minor_axis_length = 83.88441, eccentricity = 0.91651, convex_area = 13969.00000, extent = 0.55560, type = C
area = 11024.00000, perimeter = 414.85901, major_axis_length = 165.83214, minor_axis_length = 85.64083, eccentricity = 0.85633, convex_area = 11342.00000, extent = 0.63502, type = O
area = 14204.00000, perimeter = 489.44501, major_axis_length = 211.88388, minor_axis_length = 85.94508, eccentricity = 0.91404, convex_area = 14487.00000, extent = 0.68608, type = C
area = 12183.00000, perimeter = 450.66599, major_axis_length = 189.07367, minor_axis_length = 83.80859, eccentricity = 0.89639, convex_area = 12432.00000, extent = 0.81004, type = O
area = 12206.00000, perimeter = 441.28500, major_axis_length = 186.76031, minor_axis_length = 83.65755, eccentricity = 0.89406, convex_area = 12404.00000, extent = 0.59052, type = O
area = 12711.00000, perimeter = 459.61801, major_axis_length = 192.97462, minor_axis_length = 84.95108, eccentricity = 0.89789, convex_area = 13028.00000, extent = 0.58195, type = C
area = 15593.00000, perimeter = 512.42798, major_axis_length = 216.61571, minor_axis_length = 92.91002, eccentricity = 0.90334, convex_area = 16050.00000, extent = 0.77747, type = C
area = 12483.00000, perimeter = 437.40201, major_axis_length = 173.49197, minor_axis_length = 92.70434, eccentricity = 0.84527, convex_area = 12767.00000, extent = 0.77534, type = O
area = 11201.00000, perimeter = 423.28101, major_axis_length = 175.04016, minor_axis_length = 83.43684, eccentricity = 0.87908, convex_area = 11386.00000, extent = 0.59265, type = O
area = 11919.00000, perimeter = 435.26199, major_axis_length = 171.84518, minor_axis_length = 89.98161, eccentricity = 0.85195, convex_area = 12168.00000, extent = 0.61123, type = O
area = 9371.00000, perimeter = 401.89600, major_axis_length = 170.56949, minor_axis_length = 70.65042, eccentricity = 0.91018, convex_area = 9542.00000, extent = 0.77832, type = O
area = 9212.00000, perimeter = 384.59601, major_axis_length = 155.83997, minor_axis_length = 76.30696, eccentricity = 0.87192, convex_area = 9453.00000, extent = 0.65965, type = O
area = 13377.00000, perimeter = 472.96100, major_axis_length = 199.94078, minor_axis_length = 86.68287, eccentricity = 0.90113, convex_area = 13685.00000, extent = 0.79483, type = C
area = 12181.00000, perimeter = 434.81299, major_axis_length = 179.22531, minor_axis_length = 86.98540, eccentricity = 0.87432, convex_area = 12387.00000, extent = 0.72801, type = O
area = 15360.00000, perimeter = 515.29797, major_axis_length = 220.92175, minor_axis_length = 89.95549, eccentricity = 0.91335, convex_area = 15662.00000, extent = 0.64160, type = C
area = 14332.00000, perimeter = 497.14099, major_axis_length = 206.54681, minor_axis_length = 90.75945, eccentricity = 0.89828, convex_area = 14830.00000, extent = 0.56657, type = C
area = 9994.00000, perimeter = 406.64301, major_axis_length = 173.09851, minor_axis_length = 74.46516, eccentricity = 0.90274, convex_area = 10123.00000, extent = 0.80701, type = O
area = 10727.00000, perimeter = 425.90201, major_axis_length = 178.71443, minor_axis_length = 77.53144, eccentricity = 0.90100, convex_area = 10960.00000, extent = 0.56434, type = C
area = 13267.00000, perimeter = 465.03201, major_axis_length = 193.76559, minor_axis_length = 88.83870, eccentricity = 0.88870, convex_area = 13543.00000, extent = 0.66441, type = O
area = 16618.00000, perimeter = 513.75299, major_axis_length = 213.21713, minor_axis_length = 99.89234, eccentricity = 0.88346, convex_area = 16892.00000, extent = 0.63641, type = C
area = 10577.00000, perimeter = 402.17001, major_axis_length = 162.59102, minor_axis_length = 83.96336, eccentricity = 0.85634, convex_area = 10771.00000, extent = 0.76072, type = O
area = 12914.00000, perimeter = 464.17999, major_axis_length = 182.70155, minor_axis_length = 91.95509, eccentricity = 0.86411, convex_area = 13385.00000, extent = 0.64351, type = O
area = 12193.00000, perimeter = 436.28500, major_axis_length = 182.62729, minor_axis_length = 85.25561, eccentricity = 0.88435, convex_area = 12336.00000, extent = 0.68308, type = O
area = 13002.00000, perimeter = 460.12701, major_axis_length = 191.42421, minor_axis_length = 87.77464, eccentricity = 0.88868, convex_area = 13325.00000, extent = 0.67945, type = C
area = 14768.00000, perimeter = 499.87701, major_axis_length = 210.55881, minor_axis_length = 90.47418, eccentricity = 0.90298, convex_area = 15158.00000, extent = 0.58312, type = C
area = 12452.00000, perimeter = 445.07901, major_axis_length = 179.02614, minor_axis_length = 89.89113, eccentricity = 0.86480, convex_area = 12710.00000, extent = 0.61797, type = O
area = 12311.00000, perimeter = 450.33499, major_axis_length = 194.44675, minor_axis_length = 81.31934, eccentricity = 0.90835, convex_area = 12441.00000, extent = 0.55656, type = O
area = 15811.00000, perimeter = 514.37799, major_axis_length = 218.73137, minor_axis_length = 93.16438, eccentricity = 0.90476, convex_area = 16135.00000, extent = 0.81867, type = C
area = 11745.00000, perimeter = 426.76599, major_axis_length = 179.01527, minor_axis_length = 84.02514, eccentricity = 0.88300, convex_area = 11904.00000, extent = 0.68540, type = O
area = 11506.00000, perimeter = 433.70499, major_axis_length = 183.94098, minor_axis_length = 80.15775, eccentricity = 0.90005, convex_area = 11676.00000, extent = 0.71823, type = O
area = 11669.00000, perimeter = 432.09900, major_axis_length = 175.27705, minor_axis_length = 86.84153, eccentricity = 0.86863, convex_area = 11886.00000, extent = 0.77980, type = O
area = 11022.00000, perimeter = 417.25900, major_axis_length = 168.61125, minor_axis_length = 84.67788, eccentricity = 0.86475, convex_area = 11259.00000, extent = 0.60727, type = O
area = 14017.00000, perimeter = 474.31000, major_axis_length = 198.33673, minor_axis_length = 90.86869, eccentricity = 0.88887, convex_area = 14320.00000, extent = 0.76055, type = C
area = 10806.00000, perimeter = 408.67599, major_axis_length = 163.71594, minor_axis_length = 85.63248, eccentricity = 0.85230, convex_area = 11069.00000, extent = 0.61144, type = O
area = 12393.00000, perimeter = 438.89099, major_axis_length = 184.77484, minor_axis_length = 86.00999, eccentricity = 0.88506, convex_area = 12582.00000, extent = 0.70648, type = O
area = 13205.00000, perimeter = 475.60001, major_axis_length = 197.54897, minor_axis_length = 86.34488, eccentricity = 0.89942, convex_area = 13607.00000, extent = 0.69111, type = C
area = 12419.00000, perimeter = 439.15701, major_axis_length = 175.85406, minor_axis_length = 90.91185, eccentricity = 0.85600, convex_area = 12675.00000, extent = 0.62382, type = O
area = 11891.00000, perimeter = 446.40701, major_axis_length = 189.05547, minor_axis_length = 81.91354, eccentricity = 0.90126, convex_area = 12125.00000, extent = 0.55191, type = O
area = 11422.00000, perimeter = 425.12900, major_axis_length = 176.65686, minor_axis_length = 82.95216, eccentricity = 0.88290, convex_area = 11608.00000, extent = 0.65090, type = O
area = 16008.00000, perimeter = 521.00702, major_axis_length = 222.84523, minor_axis_length = 92.12952, eccentricity = 0.91054, convex_area = 16315.00000, extent = 0.61188, type = C
area = 11486.00000, perimeter = 420.85300, major_axis_length = 175.25751, minor_axis_length = 83.86408, eccentricity = 0.87808, convex_area = 11615.00000, extent = 0.77650, type = O
area = 11211.00000, perimeter = 410.57599, major_axis_length = 162.87140, minor_axis_length = 88.59013, eccentricity = 0.83913, convex_area = 11408.00000, extent = 0.64342, type = O
area = 12234.00000, perimeter = 440.00000, major_axis_length = 178.69653, minor_axis_length = 88.44730, eccentricity = 0.86892, convex_area = 12435.00000, extent = 0.62412, type = O
area = 12397.00000, perimeter = 435.94901, major_axis_length = 174.23169, minor_axis_length = 91.89648, eccentricity = 0.84959, convex_area = 12761.00000, extent = 0.64306, type = O
area = 12287.00000, perimeter = 451.20700, major_axis_length = 190.11932, minor_axis_length = 83.28187, eccentricity = 0.89895, convex_area = 12599.00000, extent = 0.59001, type = O
area = 14106.00000, perimeter = 487.25201, major_axis_length = 209.56938, minor_axis_length = 86.55520, eccentricity = 0.91072, convex_area = 14348.00000, extent = 0.54271, type = C
area = 12422.00000, perimeter = 444.08499, major_axis_length = 183.13438, minor_axis_length = 86.95216, eccentricity = 0.88009, convex_area = 12658.00000, extent = 0.62341, type = O
area = 11297.00000, perimeter = 418.95300, major_axis_length = 172.96742, minor_axis_length = 84.43346, eccentricity = 0.87276, convex_area = 11482.00000, extent = 0.62294, type = O
area = 9908.00000, perimeter = 432.76901, major_axis_length = 188.18768, minor_axis_length = 67.69534, eccentricity = 0.93306, convex_area = 10205.00000, extent = 0.61168, type = C
area = 12131.00000, perimeter = 444.92599, major_axis_length = 183.83809, minor_axis_length = 85.05927, eccentricity = 0.88652, convex_area = 12419.00000, extent = 0.78416, type = O
area = 12868.00000, perimeter = 454.85901, major_axis_length = 191.58615, minor_axis_length = 86.50890, eccentricity = 0.89225, convex_area = 13082.00000, extent = 0.78674, type = O
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area = 8848.00000, perimeter = 369.77802, major_axis_length = 150.27876, minor_axis_length = 76.50945, eccentricity = 0.86070, convex_area = 9009.00000, extent = 0.63581, type = O
area = 16249.00000, perimeter = 512.79199, major_axis_length = 215.72685, minor_axis_length = 96.96568, eccentricity = 0.89329, convex_area = 16493.00000, extent = 0.73718, type = C
area = 10367.00000, perimeter = 413.95999, major_axis_length = 176.56651, minor_axis_length = 75.28862, eccentricity = 0.90453, convex_area = 10529.00000, extent = 0.56038, type = O
area = 13269.00000, perimeter = 485.61499, major_axis_length = 207.12245, minor_axis_length = 83.32397, eccentricity = 0.91551, convex_area = 13741.00000, extent = 0.71477, type = C
area = 15746.00000, perimeter = 503.23099, major_axis_length = 204.87444, minor_axis_length = 99.44871, eccentricity = 0.87428, convex_area = 16171.00000, extent = 0.75304, type = C
area = 13782.00000, perimeter = 471.13101, major_axis_length = 194.43834, minor_axis_length = 90.97846, eccentricity = 0.88378, convex_area = 14000.00000, extent = 0.59662, type = C
area = 10774.00000, perimeter = 401.74200, major_axis_length = 164.32024, minor_axis_length = 83.71887, eccentricity = 0.86048, convex_area = 10944.00000, extent = 0.66179, type = O
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area = 12711.00000, perimeter = 470.16299, major_axis_length = 196.36380, minor_axis_length = 83.78096, eccentricity = 0.90441, convex_area = 13007.00000, extent = 0.56045, type = C
area = 11809.00000, perimeter = 455.08301, major_axis_length = 185.42010, minor_axis_length = 83.61376, eccentricity = 0.89255, convex_area = 12318.00000, extent = 0.64885, type = C
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area = 13033.00000, perimeter = 466.13901, major_axis_length = 198.20711, minor_axis_length = 84.51666, eccentricity = 0.90453, convex_area = 13234.00000, extent = 0.76927, type = O
area = 10928.00000, perimeter = 408.86301, major_axis_length = 168.12872, minor_axis_length = 83.06418, eccentricity = 0.86943, convex_area = 11113.00000, extent = 0.62686, type = O
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area = 11639.00000, perimeter = 432.38699, major_axis_length = 178.69485, minor_axis_length = 83.95451, eccentricity = 0.88276, convex_area = 11940.00000, extent = 0.59358, type = O
area = 11810.00000, perimeter = 444.35199, major_axis_length = 187.80739, minor_axis_length = 80.46891, eccentricity = 0.90356, convex_area = 11977.00000, extent = 0.57308, type = O
area = 12385.00000, perimeter = 444.67801, major_axis_length = 177.64163, minor_axis_length = 90.33319, eccentricity = 0.86105, convex_area = 12724.00000, extent = 0.73654, type = O
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area = 14331.00000, perimeter = 502.03000, major_axis_length = 212.58145, minor_axis_length = 87.35810, eccentricity = 0.91166, convex_area = 14618.00000, extent = 0.54276, type = C
area = 13785.00000, perimeter = 489.91599, major_axis_length = 213.37642, minor_axis_length = 82.78992, eccentricity = 0.92166, convex_area = 14130.00000, extent = 0.79664, type = C
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area = 12184.00000, perimeter = 437.83899, major_axis_length = 180.10709, minor_axis_length = 87.29169, eccentricity = 0.87470, convex_area = 12398.00000, extent = 0.77373, type = O
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area = 13237.00000, perimeter = 466.00299, major_axis_length = 197.90480, minor_axis_length = 85.70957, eccentricity = 0.90135, convex_area = 13445.00000, extent = 0.59242, type = C
area = 15050.00000, perimeter = 502.59100, major_axis_length = 206.38658, minor_axis_length = 93.80850, eccentricity = 0.89073, convex_area = 15464.00000, extent = 0.59122, type = C
area = 12593.00000, perimeter = 449.57001, major_axis_length = 179.36755, minor_axis_length = 90.69928, eccentricity = 0.86273, convex_area = 12945.00000, extent = 0.62758, type = O
area = 11747.00000, perimeter = 452.12701, major_axis_length = 194.49486, minor_axis_length = 78.74446, eccentricity = 0.91438, convex_area = 11935.00000, extent = 0.54264, type = C
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area = 9929.00000, perimeter = 395.87201, major_axis_length = 164.90814, minor_axis_length = 77.17049, eccentricity = 0.88375, convex_area = 10070.00000, extent = 0.61336, type = O
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area = 13470.00000, perimeter = 471.18799, major_axis_length = 200.50235, minor_axis_length = 86.78320, eccentricity = 0.90148, convex_area = 13729.00000, extent = 0.58211, type = C
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area = 15167.00000, perimeter = 514.23102, major_axis_length = 220.54652, minor_axis_length = 88.99762, eccentricity = 0.91497, convex_area = 15456.00000, extent = 0.62803, type = C
area = 13269.00000, perimeter = 458.49399, major_axis_length = 183.40436, minor_axis_length = 93.34014, eccentricity = 0.86081, convex_area = 13619.00000, extent = 0.61074, type = O
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area = 13468.00000, perimeter = 475.39801, major_axis_length = 199.75359, minor_axis_length = 87.04467, eccentricity = 0.90006, convex_area = 13817.00000, extent = 0.57007, type = C
area = 11912.00000, perimeter = 430.37100, major_axis_length = 177.48221, minor_axis_length = 86.58568, eccentricity = 0.87292, convex_area = 12119.00000, extent = 0.72238, type = O
area = 10585.00000, perimeter = 409.31601, major_axis_length = 167.74828, minor_axis_length = 81.42166, eccentricity = 0.87430, convex_area = 10819.00000, extent = 0.68356, type = O
area = 15741.00000, perimeter = 523.77600, major_axis_length = 227.50233, minor_axis_length = 89.12435, eccentricity = 0.92007, convex_area = 15999.00000, extent = 0.56322, type = C
area = 14880.00000, perimeter = 502.88101, major_axis_length = 217.99866, minor_axis_length = 87.55461, eccentricity = 0.91580, convex_area = 15129.00000, extent = 0.57670, type = C
area = 10579.00000, perimeter = 405.12201, major_axis_length = 167.29333, minor_axis_length = 81.34565, eccentricity = 0.87382, convex_area = 10750.00000, extent = 0.79637, type = O
area = 15126.00000, perimeter = 500.11401, major_axis_length = 209.16681, minor_axis_length = 93.81421, eccentricity = 0.89378, convex_area = 15496.00000, extent = 0.70603, type = C
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area = 12003.00000, perimeter = 433.52100, major_axis_length = 178.55038, minor_axis_length = 86.43273, eccentricity = 0.87502, convex_area = 12171.00000, extent = 0.76648, type = O
area = 16865.00000, perimeter = 517.74701, major_axis_length = 210.47945, minor_axis_length = 103.80494, eccentricity = 0.86993, convex_area = 17234.00000, extent = 0.65020, type = C
area = 14435.00000, perimeter = 491.90399, major_axis_length = 207.46263, minor_axis_length = 89.70563, eccentricity = 0.90168, convex_area = 14842.00000, extent = 0.57798, type = C
area = 12205.00000, perimeter = 438.35599, major_axis_length = 174.43573, minor_axis_length = 90.32648, eccentricity = 0.85549, convex_area = 12491.00000, extent = 0.61848, type = O
area = 11512.00000, perimeter = 427.56799, major_axis_length = 172.21010, minor_axis_length = 85.44306, eccentricity = 0.86823, convex_area = 11802.00000, extent = 0.69079, type = O
area = 11080.00000, perimeter = 424.76901, major_axis_length = 175.18169, minor_axis_length = 81.33550, eccentricity = 0.88568, convex_area = 11337.00000, extent = 0.58291, type = O
area = 13928.00000, perimeter = 479.72400, major_axis_length = 204.43028, minor_axis_length = 87.08270, eccentricity = 0.90473, convex_area = 14158.00000, extent = 0.56627, type = C
area = 12029.00000, perimeter = 441.73999, major_axis_length = 181.79628, minor_axis_length = 85.41960, eccentricity = 0.88274, convex_area = 12275.00000, extent = 0.59656, type = C
area = 14828.00000, perimeter = 494.28799, major_axis_length = 202.10315, minor_axis_length = 95.03462, eccentricity = 0.88254, convex_area = 15197.00000, extent = 0.59179, type = C
area = 11635.00000, perimeter = 449.30899, major_axis_length = 197.57065, minor_axis_length = 75.25814, eccentricity = 0.92461, convex_area = 11842.00000, extent = 0.52189, type = O
area = 12706.00000, perimeter = 463.45099, major_axis_length = 194.18146, minor_axis_length = 84.88486, eccentricity = 0.89939, convex_area = 13011.00000, extent = 0.79731, type = C
area = 9585.00000, perimeter = 397.72000, major_axis_length = 163.85312, minor_axis_length = 75.40806, eccentricity = 0.88781, convex_area = 9759.00000, extent = 0.72630, type = O
area = 12723.00000, perimeter = 465.94199, major_axis_length = 197.75232, minor_axis_length = 83.90300, eccentricity = 0.90553, convex_area = 12974.00000, extent = 0.68315, type = C
area = 14498.00000, perimeter = 496.54999, major_axis_length = 200.71027, minor_axis_length = 93.57654, eccentricity = 0.88467, convex_area = 15053.00000, extent = 0.65306, type = O
area = 11359.00000, perimeter = 420.87201, major_axis_length = 170.85472, minor_axis_length = 85.41528, eccentricity = 0.86607, convex_area = 11580.00000, extent = 0.61747, type = O
area = 12579.00000, perimeter = 445.88800, major_axis_length = 185.28030, minor_axis_length = 86.88208, eccentricity = 0.88324, convex_area = 12794.00000, extent = 0.65298, type = O
area = 11504.00000, perimeter = 432.44400, major_axis_length = 175.78508, minor_axis_length = 84.95903, eccentricity = 0.87545, convex_area = 11861.00000, extent = 0.58802, type = O
area = 12324.00000, perimeter = 465.66901, major_axis_length = 198.52171, minor_axis_length = 80.21651, eccentricity = 0.91473, convex_area = 12557.00000, extent = 0.64167, type = O
area = 15258.00000, perimeter = 505.16299, major_axis_length = 214.01933, minor_axis_length = 91.61250, eccentricity = 0.90375, convex_area = 15497.00000, extent = 0.57413, type = C
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